Overview
Brought to you by YData
Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 10000 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.5 MiB |
| Average record size in memory | 160.0 B |
Variable types
| Numeric | 10 |
|---|---|
| Categorical | 8 |
| Boolean | 2 |
Person ID is uniformly distributed | Uniform |
Person ID has unique values | Unique |
Years of Work Experience has 959 (9.6%) zeros | Zeros |
Reproduction
| Analysis started | 2025-02-05 21:53:32.882766 |
|---|---|
| Analysis finished | 2025-02-05 21:53:39.894411 |
| Duration | 7.01 seconds |
| Software version | ydata-profiling vv4.12.2 |
| Download configuration | config.json |
Variables
Person ID
Real number (ℝ)
Uniform  Unique 
| Distinct | 10000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5000.5 |
| Minimum | 1 |
|---|---|
| Maximum | 10000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 500.95 |
| Q1 | 2500.75 |
| median | 5000.5 |
| Q3 | 7500.25 |
| 95-th percentile | 9500.05 |
| Maximum | 10000 |
| Range | 9999 |
| Interquartile range (IQR) | 4999.5 |
Descriptive statistics
| Standard deviation | 2886.8957 |
|---|---|
| Coefficient of variation (CV) | 0.5773214 |
| Kurtosis | -1.2 |
| Mean | 5000.5 |
| Median Absolute Deviation (MAD) | 2500 |
| Skewness | 0 |
| Sum | 50005000 |
| Variance | 8334166.7 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 9984 | 1 | < 0.1% |
| 9983 | 1 | < 0.1% |
| 9982 | 1 | < 0.1% |
| 9981 | 1 | < 0.1% |
| 9980 | 1 | < 0.1% |
| 9979 | 1 | < 0.1% |
| 9978 | 1 | < 0.1% |
| 9977 | 1 | < 0.1% |
| 9976 | 1 | < 0.1% |
| 9975 | 1 | < 0.1% |
| Other values (9990) | 9990 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 10000 | 1 | |
| 9999 | 1 | |
| 9998 | 1 | |
| 9997 | 1 | |
| 9996 | 1 | |
| 9995 | 1 | |
| 9994 | 1 | |
| 9993 | 1 | |
| 9992 | 1 | |
| 9991 | 1 |
Age
Real number (ℝ)
| Distinct | 14 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.4943 |
| Minimum | 21 |
|---|---|
| Maximum | 34 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 21 |
|---|---|
| 5-th percentile | 21 |
| Q1 | 24 |
| median | 27 |
| Q3 | 31 |
| 95-th percentile | 34 |
| Maximum | 34 |
| Range | 13 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 4.0318225 |
|---|---|
| Coefficient of variation (CV) | 0.14664212 |
| Kurtosis | -1.2138345 |
| Mean | 27.4943 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.0017594927 |
| Sum | 274943 |
| Variance | 16.255593 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 33 | 755 | 7.5% |
| 26 | 745 | 7.4% |
| 32 | 735 | 7.3% |
| 21 | 734 | 7.3% |
| 30 | 733 | 7.3% |
| 27 | 719 | 7.2% |
| 23 | 715 | 7.1% |
| 25 | 709 | 7.1% |
| 28 | 709 | 7.1% |
| 24 | 704 | 7.0% |
| Other values (4) | 2742 |
| Value | Count | Frequency (%) |
| 21 | 734 | |
| 22 | 696 | |
| 23 | 715 | |
| 24 | 704 | |
| 25 | 709 | |
| 26 | 745 | |
| 27 | 719 | |
| 28 | 709 | |
| 29 | 689 | |
| 30 | 733 |
| Value | Count | Frequency (%) |
| 34 | 681 | |
| 33 | 755 | |
| 32 | 735 | |
| 31 | 676 | |
| 30 | 733 | |
| 29 | 689 | |
| 28 | 709 | |
| 27 | 719 | |
| 26 | 745 | |
| 25 | 709 |
Gender
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.3 KiB |
| Male | |
|---|---|
| Female | |
| Other | 467 |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.9387 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Male |
|---|---|
| 2nd row | Male |
| 3rd row | Female |
| 4th row | Male |
| 5th row | Female |
Common Values
| Value | Count | Frequency (%) |
| Male | 5073 | |
| Female | 4460 | |
| Other | 467 | 4.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| male | 5073 | |
| female | 4460 | |
| other | 467 | 4.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 14460 | |
| a | 9533 | |
| l | 9533 | |
| M | 5073 | 10.3% |
| F | 4460 | 9.0% |
| m | 4460 | 9.0% |
| O | 467 | 0.9% |
| t | 467 | 0.9% |
| h | 467 | 0.9% |
| r | 467 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 49387 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 14460 | |
| a | 9533 | |
| l | 9533 | |
| M | 5073 | 10.3% |
| F | 4460 | 9.0% |
| m | 4460 | 9.0% |
| O | 467 | 0.9% |
| t | 467 | 0.9% |
| h | 467 | 0.9% |
| r | 467 | 0.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 49387 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 14460 | |
| a | 9533 | |
| l | 9533 | |
| M | 5073 | 10.3% |
| F | 4460 | 9.0% |
| m | 4460 | 9.0% |
| O | 467 | 0.9% |
| t | 467 | 0.9% |
| h | 467 | 0.9% |
| r | 467 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 49387 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 14460 | |
| a | 9533 | |
| l | 9533 | |
| M | 5073 | 10.3% |
| F | 4460 | 9.0% |
| m | 4460 | 9.0% |
| O | 467 | 0.9% |
| t | 467 | 0.9% |
| h | 467 | 0.9% |
| r | 467 | 0.9% |
Undergraduate Major
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.3 KiB |
| Economics | |
|---|---|
| Science | |
| Arts | |
| Engineering | |
| Business |
Length
| Max length | 11 |
|---|---|
| Median length | 8 |
| Mean length | 7.8053 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Arts |
|---|---|
| 2nd row | Arts |
| 3rd row | Business |
| 4th row | Engineering |
| 5th row | Business |
Common Values
| Value | Count | Frequency (%) |
| Economics | 2082 | |
| Science | 2065 | |
| Arts | 1955 | |
| Engineering | 1952 | |
| Business | 1946 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| economics | 2082 | |
| science | 2065 | |
| arts | 1955 | |
| engineering | 1952 | |
| business | 1946 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 11949 | |
| i | 9997 | |
| e | 9980 | |
| s | 9875 | |
| c | 8294 | |
| o | 4164 | 5.3% |
| E | 4034 | 5.2% |
| r | 3907 | 5.0% |
| g | 3904 | 5.0% |
| m | 2082 | 2.7% |
| Other values (5) | 9867 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 78053 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 11949 | |
| i | 9997 | |
| e | 9980 | |
| s | 9875 | |
| c | 8294 | |
| o | 4164 | 5.3% |
| E | 4034 | 5.2% |
| r | 3907 | 5.0% |
| g | 3904 | 5.0% |
| m | 2082 | 2.7% |
| Other values (5) | 9867 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 78053 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 11949 | |
| i | 9997 | |
| e | 9980 | |
| s | 9875 | |
| c | 8294 | |
| o | 4164 | 5.3% |
| E | 4034 | 5.2% |
| r | 3907 | 5.0% |
| g | 3904 | 5.0% |
| m | 2082 | 2.7% |
| Other values (5) | 9867 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 78053 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 11949 | |
| i | 9997 | |
| e | 9980 | |
| s | 9875 | |
| c | 8294 | |
| o | 4164 | 5.3% |
| E | 4034 | 5.2% |
| r | 3907 | 5.0% |
| g | 3904 | 5.0% |
| m | 2082 | 2.7% |
| Other values (5) | 9867 |
Undergraduate GPA
Real number (ℝ)
| Distinct | 201 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.991611 |
| Minimum | 2 |
|---|---|
| Maximum | 4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 2.1 |
| Q1 | 2.49 |
| median | 2.99 |
| Q3 | 3.48 |
| 95-th percentile | 3.9 |
| Maximum | 4 |
| Range | 2 |
| Interquartile range (IQR) | 0.99 |
Descriptive statistics
| Standard deviation | 0.57350877 |
|---|---|
| Coefficient of variation (CV) | 0.19170566 |
| Kurtosis | -1.1871338 |
| Mean | 2.991611 |
| Median Absolute Deviation (MAD) | 0.49 |
| Skewness | 0.019692306 |
| Sum | 29916.11 |
| Variance | 0.32891231 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.77 | 71 | 0.7% |
| 2.43 | 70 | 0.7% |
| 2.82 | 69 | 0.7% |
| 3.64 | 68 | 0.7% |
| 3.29 | 65 | 0.7% |
| 3.32 | 63 | 0.6% |
| 2.12 | 63 | 0.6% |
| 2.19 | 63 | 0.6% |
| 2.52 | 62 | 0.6% |
| 2.05 | 62 | 0.6% |
| Other values (191) | 9344 |
| Value | Count | Frequency (%) |
| 2 | 20 | 0.2% |
| 2.01 | 39 | |
| 2.02 | 57 | |
| 2.03 | 34 | |
| 2.04 | 55 | |
| 2.05 | 62 | |
| 2.06 | 55 | |
| 2.07 | 44 | |
| 2.08 | 46 | |
| 2.09 | 49 |
| Value | Count | Frequency (%) |
| 4 | 28 | |
| 3.99 | 50 | |
| 3.98 | 52 | |
| 3.97 | 43 | |
| 3.96 | 49 | |
| 3.95 | 43 | |
| 3.94 | 54 | |
| 3.93 | 46 | |
| 3.92 | 47 | |
| 3.91 | 54 |
Years of Work Experience
Real number (ℝ)
Zeros 
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.5335 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 959 |
| Zeros (%) | 9.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 5 |
| Q3 | 7 |
| 95-th percentile | 9 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.8616598 |
|---|---|
| Coefficient of variation (CV) | 0.63122527 |
| Kurtosis | -1.2150048 |
| Mean | 4.5335 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.009684588 |
| Sum | 45335 |
| Variance | 8.1890967 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 1040 | |
| 9 | 1025 | |
| 3 | 1012 | |
| 7 | 1009 | |
| 2 | 1002 | |
| 4 | 996 | |
| 5 | 995 | |
| 1 | 984 | |
| 8 | 978 | |
| 0 | 959 |
| Value | Count | Frequency (%) |
| 0 | 959 | |
| 1 | 984 | |
| 2 | 1002 | |
| 3 | 1012 | |
| 4 | 996 | |
| 5 | 995 | |
| 6 | 1040 | |
| 7 | 1009 | |
| 8 | 978 | |
| 9 | 1025 |
| Value | Count | Frequency (%) |
| 9 | 1025 | |
| 8 | 978 | |
| 7 | 1009 | |
| 6 | 1040 | |
| 5 | 995 | |
| 4 | 996 | |
| 3 | 1012 | |
| 2 | 1002 | |
| 1 | 984 | |
| 0 | 959 |
Current Job Title
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.3 KiB |
| Entrepreneur | |
|---|---|
| Analyst | |
| Engineer | |
| Consultant | |
| Manager |
Length
| Max length | 12 |
|---|---|
| Median length | 10 |
| Mean length | 8.814 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Entrepreneur |
|---|---|
| 2nd row | Analyst |
| 3rd row | Engineer |
| 4th row | Manager |
| 5th row | Entrepreneur |
Common Values
| Value | Count | Frequency (%) |
| Entrepreneur | 2034 | |
| Analyst | 2006 | |
| Engineer | 2003 | |
| Consultant | 1989 | |
| Manager | 1968 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| entrepreneur | 2034 | |
| analyst | 2006 | |
| engineer | 2003 | |
| consultant | 1989 | |
| manager | 1968 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 16026 | |
| e | 12076 | |
| r | 10073 | |
| t | 8018 | |
| a | 7931 | |
| E | 4037 | 4.6% |
| u | 4023 | 4.6% |
| s | 3995 | 4.5% |
| l | 3995 | 4.5% |
| g | 3971 | 4.5% |
| Other values (7) | 13995 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 88140 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 16026 | |
| e | 12076 | |
| r | 10073 | |
| t | 8018 | |
| a | 7931 | |
| E | 4037 | 4.6% |
| u | 4023 | 4.6% |
| s | 3995 | 4.5% |
| l | 3995 | 4.5% |
| g | 3971 | 4.5% |
| Other values (7) | 13995 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 88140 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 16026 | |
| e | 12076 | |
| r | 10073 | |
| t | 8018 | |
| a | 7931 | |
| E | 4037 | 4.6% |
| u | 4023 | 4.6% |
| s | 3995 | 4.5% |
| l | 3995 | 4.5% |
| g | 3971 | 4.5% |
| Other values (7) | 13995 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 88140 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 16026 | |
| e | 12076 | |
| r | 10073 | |
| t | 8018 | |
| a | 7931 | |
| E | 4037 | 4.6% |
| u | 4023 | 4.6% |
| s | 3995 | 4.5% |
| l | 3995 | 4.5% |
| g | 3971 | 4.5% |
| Other values (7) | 13995 |
Annual Salary (Before MBA)
Real number (ℝ)
| Distinct | 9456 |
|---|---|
| Distinct (%) | 94.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 75166.406 |
| Minimum | 30013 |
|---|---|
| Maximum | 119966 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 30013 |
|---|---|
| 5-th percentile | 34857.45 |
| Q1 | 52862 |
| median | 74829.5 |
| Q3 | 97273 |
| 95-th percentile | 115522.1 |
| Maximum | 119966 |
| Range | 89953 |
| Interquartile range (IQR) | 44411 |
Descriptive statistics
| Standard deviation | 25850.071 |
|---|---|
| Coefficient of variation (CV) | 0.34390457 |
| Kurtosis | -1.191549 |
| Mean | 75166.406 |
| Median Absolute Deviation (MAD) | 22167 |
| Skewness | 0.0002858567 |
| Sum | 7.5166406 × 108 |
| Variance | 6.6822615 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 102062 | 5 | 0.1% |
| 87551 | 3 | < 0.1% |
| 105193 | 3 | < 0.1% |
| 89391 | 3 | < 0.1% |
| 107470 | 3 | < 0.1% |
| 92424 | 3 | < 0.1% |
| 96607 | 3 | < 0.1% |
| 108827 | 3 | < 0.1% |
| 82095 | 3 | < 0.1% |
| 94199 | 3 | < 0.1% |
| Other values (9446) | 9968 |
| Value | Count | Frequency (%) |
| 30013 | 1 | |
| 30017 | 1 | |
| 30037 | 1 | |
| 30046 | 1 | |
| 30051 | 1 | |
| 30067 | 1 | |
| 30069 | 1 | |
| 30083 | 1 | |
| 30099 | 1 | |
| 30123 | 1 |
| Value | Count | Frequency (%) |
| 119966 | 1 | |
| 119964 | 1 | |
| 119960 | 1 | |
| 119959 | 1 | |
| 119949 | 1 | |
| 119939 | 1 | |
| 119935 | 1 | |
| 119934 | 1 | |
| 119930 | 1 | |
| 119919 | 1 |
Has Management Experience
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.9 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 6009 | |
| True | 3991 |
GRE/GMAT Score
Real number (ℝ)
| Distinct | 550 |
|---|---|
| Distinct (%) | 5.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 524.4469 |
| Minimum | 250 |
|---|---|
| Maximum | 799 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 250 |
|---|---|
| 5-th percentile | 278 |
| Q1 | 390 |
| median | 524 |
| Q3 | 661 |
| 95-th percentile | 771 |
| Maximum | 799 |
| Range | 549 |
| Interquartile range (IQR) | 271 |
Descriptive statistics
| Standard deviation | 158.06376 |
|---|---|
| Coefficient of variation (CV) | 0.30139135 |
| Kurtosis | -1.1956303 |
| Mean | 524.4469 |
| Median Absolute Deviation (MAD) | 136 |
| Skewness | 0.0075348688 |
| Sum | 5244469 |
| Variance | 24984.152 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 448 | 30 | 0.3% |
| 408 | 30 | 0.3% |
| 606 | 28 | 0.3% |
| 706 | 28 | 0.3% |
| 438 | 28 | 0.3% |
| 416 | 27 | 0.3% |
| 699 | 27 | 0.3% |
| 362 | 27 | 0.3% |
| 311 | 27 | 0.3% |
| 272 | 27 | 0.3% |
| Other values (540) | 9721 |
| Value | Count | Frequency (%) |
| 250 | 16 | |
| 251 | 15 | |
| 252 | 17 | |
| 253 | 21 | |
| 254 | 14 | |
| 255 | 15 | |
| 256 | 21 | |
| 257 | 16 | |
| 258 | 19 | |
| 259 | 24 |
| Value | Count | Frequency (%) |
| 799 | 19 | |
| 798 | 15 | |
| 797 | 16 | |
| 796 | 19 | |
| 795 | 16 | |
| 794 | 21 | |
| 793 | 17 | |
| 792 | 11 | |
| 791 | 20 | |
| 790 | 25 |
Undergrad University Ranking
Real number (ℝ)
| Distinct | 499 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 247.0362 |
| Minimum | 1 |
|---|---|
| Maximum | 499 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 24 |
| Q1 | 121 |
| median | 243 |
| Q3 | 373 |
| 95-th percentile | 476 |
| Maximum | 499 |
| Range | 498 |
| Interquartile range (IQR) | 252 |
Descriptive statistics
| Standard deviation | 144.87624 |
|---|---|
| Coefficient of variation (CV) | 0.58645753 |
| Kurtosis | -1.1978612 |
| Mean | 247.0362 |
| Median Absolute Deviation (MAD) | 126 |
| Skewness | 0.039464317 |
| Sum | 2470362 |
| Variance | 20989.125 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 80 | 35 | 0.4% |
| 133 | 33 | 0.3% |
| 233 | 32 | 0.3% |
| 427 | 32 | 0.3% |
| 186 | 32 | 0.3% |
| 234 | 32 | 0.3% |
| 486 | 31 | 0.3% |
| 267 | 31 | 0.3% |
| 91 | 30 | 0.3% |
| 266 | 30 | 0.3% |
| Other values (489) | 9682 |
| Value | Count | Frequency (%) |
| 1 | 26 | |
| 2 | 19 | |
| 3 | 16 | |
| 4 | 21 | |
| 5 | 26 | |
| 6 | 13 | |
| 7 | 26 | |
| 8 | 17 | |
| 9 | 21 | |
| 10 | 27 |
| Value | Count | Frequency (%) |
| 499 | 21 | |
| 498 | 24 | |
| 497 | 28 | |
| 496 | 24 | |
| 495 | 23 | |
| 494 | 18 | |
| 493 | 20 | |
| 492 | 17 | |
| 491 | 23 | |
| 490 | 24 |
Entrepreneurial Interest
Real number (ℝ)
| Distinct | 91 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.47783 |
| Minimum | 1 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1.5 |
| Q1 | 3.2 |
| median | 5.5 |
| Q3 | 7.7 |
| 95-th percentile | 9.505 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range (IQR) | 4.5 |
Descriptive statistics
| Standard deviation | 2.5858643 |
|---|---|
| Coefficient of variation (CV) | 0.47205998 |
| Kurtosis | -1.1923117 |
| Mean | 5.47783 |
| Median Absolute Deviation (MAD) | 2.2 |
| Skewness | 0.0103027 |
| Sum | 54778.3 |
| Variance | 6.6866942 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.5 | 138 | 1.4% |
| 1.6 | 131 | 1.3% |
| 4.1 | 131 | 1.3% |
| 7.5 | 127 | 1.3% |
| 3.3 | 127 | 1.3% |
| 1.2 | 125 | 1.2% |
| 3.2 | 124 | 1.2% |
| 6.1 | 124 | 1.2% |
| 5.7 | 121 | 1.2% |
| 6 | 121 | 1.2% |
| Other values (81) | 8731 |
| Value | Count | Frequency (%) |
| 1 | 53 | |
| 1.1 | 89 | |
| 1.2 | 125 | |
| 1.3 | 107 | |
| 1.4 | 112 | |
| 1.5 | 113 | |
| 1.6 | 131 | |
| 1.7 | 105 | |
| 1.8 | 112 | |
| 1.9 | 114 |
| Value | Count | Frequency (%) |
| 10 | 54 | |
| 9.9 | 105 | |
| 9.8 | 120 | |
| 9.7 | 114 | |
| 9.6 | 107 | |
| 9.5 | 85 | |
| 9.4 | 117 | |
| 9.3 | 110 | |
| 9.2 | 93 | |
| 9.1 | 103 |
Networking Importance
Real number (ℝ)
| Distinct | 91 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.52217 |
| Minimum | 1 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1.5 |
| Q1 | 3.3 |
| median | 5.5 |
| Q3 | 7.7 |
| 95-th percentile | 9.6 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range (IQR) | 4.4 |
Descriptive statistics
| Standard deviation | 2.5884222 |
|---|---|
| Coefficient of variation (CV) | 0.4687328 |
| Kurtosis | -1.1851145 |
| Mean | 5.52217 |
| Median Absolute Deviation (MAD) | 2.2 |
| Skewness | -0.015318098 |
| Sum | 55221.7 |
| Variance | 6.6999295 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6.6 | 141 | 1.4% |
| 8.7 | 132 | 1.3% |
| 3.9 | 131 | 1.3% |
| 5.6 | 130 | 1.3% |
| 6.4 | 130 | 1.3% |
| 7.4 | 129 | 1.3% |
| 9.9 | 127 | 1.3% |
| 8.1 | 126 | 1.3% |
| 2.9 | 124 | 1.2% |
| 6.5 | 124 | 1.2% |
| Other values (81) | 8706 |
| Value | Count | Frequency (%) |
| 1 | 60 | |
| 1.1 | 118 | |
| 1.2 | 99 | |
| 1.3 | 108 | |
| 1.4 | 97 | |
| 1.5 | 107 | |
| 1.6 | 109 | |
| 1.7 | 120 | |
| 1.8 | 102 | |
| 1.9 | 115 |
| Value | Count | Frequency (%) |
| 10 | 49 | 0.5% |
| 9.9 | 127 | |
| 9.8 | 103 | |
| 9.7 | 123 | |
| 9.6 | 103 | |
| 9.5 | 118 | |
| 9.4 | 96 | |
| 9.3 | 118 | |
| 9.2 | 106 | |
| 9.1 | 108 |
MBA Funding Source
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.3 KiB |
| Employer | |
|---|---|
| Loan | |
| Scholarship | |
| Self-funded |
Length
| Max length | 11 |
|---|---|
| Median length | 8 |
| Mean length | 8.4669 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Loan |
|---|---|
| 2nd row | Loan |
| 3rd row | Scholarship |
| 4th row | Loan |
| 5th row | Loan |
Common Values
| Value | Count | Frequency (%) |
| Employer | 2538 | |
| Loan | 2531 | |
| Scholarship | 2501 | |
| Self-funded | 2430 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| employer | 2538 | |
| loan | 2531 | |
| scholarship | 2501 | |
| self-funded | 2430 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 7570 | 8.9% |
| l | 7469 | 8.8% |
| e | 7398 | 8.7% |
| p | 5039 | 6.0% |
| r | 5039 | 6.0% |
| a | 5032 | 5.9% |
| h | 5002 | 5.9% |
| n | 4961 | 5.9% |
| S | 4931 | 5.8% |
| f | 4860 | 5.7% |
| Other values (10) | 27368 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 84669 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 7570 | 8.9% |
| l | 7469 | 8.8% |
| e | 7398 | 8.7% |
| p | 5039 | 6.0% |
| r | 5039 | 6.0% |
| a | 5032 | 5.9% |
| h | 5002 | 5.9% |
| n | 4961 | 5.9% |
| S | 4931 | 5.8% |
| f | 4860 | 5.7% |
| Other values (10) | 27368 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 84669 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 7570 | 8.9% |
| l | 7469 | 8.8% |
| e | 7398 | 8.7% |
| p | 5039 | 6.0% |
| r | 5039 | 6.0% |
| a | 5032 | 5.9% |
| h | 5002 | 5.9% |
| n | 4961 | 5.9% |
| S | 4931 | 5.8% |
| f | 4860 | 5.7% |
| Other values (10) | 27368 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 84669 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 7570 | 8.9% |
| l | 7469 | 8.8% |
| e | 7398 | 8.7% |
| p | 5039 | 6.0% |
| r | 5039 | 6.0% |
| a | 5032 | 5.9% |
| h | 5002 | 5.9% |
| n | 4961 | 5.9% |
| S | 4931 | 5.8% |
| f | 4860 | 5.7% |
| Other values (10) | 27368 |
Desired Post-MBA Role
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.3 KiB |
| Executive | |
|---|---|
| Marketing Director | |
| Consultant | |
| Startup Founder | |
| Finance Manager |
Length
| Max length | 18 |
|---|---|
| Median length | 15 |
| Mean length | 13.3905 |
| Min length | 9 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Finance Manager |
|---|---|
| 2nd row | Startup Founder |
| 3rd row | Consultant |
| 4th row | Consultant |
| 5th row | Consultant |
Common Values
| Value | Count | Frequency (%) |
| Executive | 2041 | |
| Marketing Director | 2027 | |
| Consultant | 1986 | |
| Startup Founder | 1978 | |
| Finance Manager | 1968 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| executive | 2041 | |
| marketing | 2027 | |
| director | 2027 | |
| consultant | 1986 | |
| startup | 1978 | |
| founder | 1978 | |
| finance | 1968 | |
| manager | 1968 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 14050 | |
| t | 14023 | |
| n | 13881 | |
| r | 12005 | 9.0% |
| a | 11895 | 8.9% |
| i | 8063 | 6.0% |
| u | 7983 | 6.0% |
| c | 6036 | 4.5% |
| o | 5991 | 4.5% |
| 5973 | 4.5% | |
| Other values (14) | 34005 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 133905 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 14050 | |
| t | 14023 | |
| n | 13881 | |
| r | 12005 | 9.0% |
| a | 11895 | 8.9% |
| i | 8063 | 6.0% |
| u | 7983 | 6.0% |
| c | 6036 | 4.5% |
| o | 5991 | 4.5% |
| 5973 | 4.5% | |
| Other values (14) | 34005 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 133905 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 14050 | |
| t | 14023 | |
| n | 13881 | |
| r | 12005 | 9.0% |
| a | 11895 | 8.9% |
| i | 8063 | 6.0% |
| u | 7983 | 6.0% |
| c | 6036 | 4.5% |
| o | 5991 | 4.5% |
| 5973 | 4.5% | |
| Other values (14) | 34005 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 133905 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 14050 | |
| t | 14023 | |
| n | 13881 | |
| r | 12005 | 9.0% |
| a | 11895 | 8.9% |
| i | 8063 | 6.0% |
| u | 7983 | 6.0% |
| c | 6036 | 4.5% |
| o | 5991 | 4.5% |
| 5973 | 4.5% | |
| Other values (14) | 34005 |
Expected Post-MBA Salary
Real number (ℝ)
| Distinct | 9614 |
|---|---|
| Distinct (%) | 96.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 130321.23 |
| Minimum | 60001 |
|---|---|
| Maximum | 199999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 60001 |
|---|---|
| 5-th percentile | 67196.25 |
| Q1 | 95320.5 |
| median | 130155.5 |
| Q3 | 165757 |
| 95-th percentile | 193293 |
| Maximum | 199999 |
| Range | 139998 |
| Interquartile range (IQR) | 70436.5 |
Descriptive statistics
| Standard deviation | 40598.422 |
|---|---|
| Coefficient of variation (CV) | 0.31152578 |
| Kurtosis | -1.2095343 |
| Mean | 130321.23 |
| Median Absolute Deviation (MAD) | 35223 |
| Skewness | -0.00023135815 |
| Sum | 1.3032123 × 109 |
| Variance | 1.6482319 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 131677 | 3 | < 0.1% |
| 160308 | 3 | < 0.1% |
| 75646 | 3 | < 0.1% |
| 146400 | 3 | < 0.1% |
| 89976 | 3 | < 0.1% |
| 197611 | 3 | < 0.1% |
| 127597 | 3 | < 0.1% |
| 89534 | 2 | < 0.1% |
| 164278 | 2 | < 0.1% |
| 120534 | 2 | < 0.1% |
| Other values (9604) | 9973 |
| Value | Count | Frequency (%) |
| 60001 | 1 | |
| 60005 | 1 | |
| 60009 | 1 | |
| 60021 | 1 | |
| 60028 | 1 | |
| 60043 | 1 | |
| 60061 | 1 | |
| 60062 | 1 | |
| 60063 | 1 | |
| 60072 | 1 |
| Value | Count | Frequency (%) |
| 199999 | 1 | |
| 199998 | 1 | |
| 199963 | 1 | |
| 199961 | 1 | |
| 199947 | 1 | |
| 199940 | 1 | |
| 199899 | 1 | |
| 199868 | 1 | |
| 199858 | 1 | |
| 199855 | 1 |
Location Preference (Post-MBA)
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.3 KiB |
| International | |
|---|---|
| Domestic |
Length
| Max length | 13 |
|---|---|
| Median length | 13 |
| Mean length | 10.5415 |
| Min length | 8 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | International |
|---|---|
| 2nd row | International |
| 3rd row | Domestic |
| 4th row | International |
| 5th row | Domestic |
Common Values
| Value | Count | Frequency (%) |
| International | 5083 | |
| Domestic | 4917 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| international | 5083 | |
| domestic | 4917 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 15249 | |
| t | 15083 | |
| a | 10166 | |
| i | 10000 | |
| e | 10000 | |
| o | 10000 | |
| I | 5083 | 4.8% |
| r | 5083 | 4.8% |
| l | 5083 | 4.8% |
| D | 4917 | 4.7% |
| Other values (3) | 14751 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 105415 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 15249 | |
| t | 15083 | |
| a | 10166 | |
| i | 10000 | |
| e | 10000 | |
| o | 10000 | |
| I | 5083 | 4.8% |
| r | 5083 | 4.8% |
| l | 5083 | 4.8% |
| D | 4917 | 4.7% |
| Other values (3) | 14751 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 105415 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 15249 | |
| t | 15083 | |
| a | 10166 | |
| i | 10000 | |
| e | 10000 | |
| o | 10000 | |
| I | 5083 | 4.8% |
| r | 5083 | 4.8% |
| l | 5083 | 4.8% |
| D | 4917 | 4.7% |
| Other values (3) | 14751 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 105415 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 15249 | |
| t | 15083 | |
| a | 10166 | |
| i | 10000 | |
| e | 10000 | |
| o | 10000 | |
| I | 5083 | 4.8% |
| r | 5083 | 4.8% |
| l | 5083 | 4.8% |
| D | 4917 | 4.7% |
| Other values (3) | 14751 |
Reason for MBA
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.3 KiB |
| Networking | |
|---|---|
| Career Growth | |
| Skill Enhancement | |
| Entrepreneurship |
Length
| Max length | 17 |
|---|---|
| Median length | 16 |
| Mean length | 13.968 |
| Min length | 10 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Entrepreneurship |
|---|---|
| 2nd row | Career Growth |
| 3rd row | Skill Enhancement |
| 4th row | Entrepreneurship |
| 5th row | Skill Enhancement |
Common Values
| Value | Count | Frequency (%) |
| Networking | 2546 | |
| Career Growth | 2519 | |
| Skill Enhancement | 2513 | |
| Entrepreneurship | 2422 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| networking | 2546 | |
| career | 2519 | |
| growth | 2519 | |
| skill | 2513 | |
| enhancement | 2513 | |
| entrepreneurship | 2422 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 19876 | |
| r | 17369 | |
| n | 14929 | 10.7% |
| t | 10000 | 7.2% |
| i | 7481 | 5.4% |
| h | 7454 | 5.3% |
| o | 5065 | 3.6% |
| w | 5065 | 3.6% |
| k | 5059 | 3.6% |
| 5032 | 3.6% | |
| Other values (13) | 42350 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 139680 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 19876 | |
| r | 17369 | |
| n | 14929 | 10.7% |
| t | 10000 | 7.2% |
| i | 7481 | 5.4% |
| h | 7454 | 5.3% |
| o | 5065 | 3.6% |
| w | 5065 | 3.6% |
| k | 5059 | 3.6% |
| 5032 | 3.6% | |
| Other values (13) | 42350 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 139680 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 19876 | |
| r | 17369 | |
| n | 14929 | 10.7% |
| t | 10000 | 7.2% |
| i | 7481 | 5.4% |
| h | 7454 | 5.3% |
| o | 5065 | 3.6% |
| w | 5065 | 3.6% |
| k | 5059 | 3.6% |
| 5032 | 3.6% | |
| Other values (13) | 42350 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 139680 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 19876 | |
| r | 17369 | |
| n | 14929 | 10.7% |
| t | 10000 | 7.2% |
| i | 7481 | 5.4% |
| h | 7454 | 5.3% |
| o | 5065 | 3.6% |
| w | 5065 | 3.6% |
| k | 5059 | 3.6% |
| 5032 | 3.6% | |
| Other values (13) | 42350 |
Online vs. On-Campus MBA
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.3 KiB |
| On-Campus | |
|---|---|
| Online |
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 7.5015 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | On-Campus |
|---|---|
| 2nd row | Online |
| 3rd row | Online |
| 4th row | On-Campus |
| 5th row | Online |
Common Values
| Value | Count | Frequency (%) |
| On-Campus | 5005 | |
| Online | 4995 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| on-campus | 5005 | |
| online | 4995 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 14995 | |
| O | 10000 | |
| - | 5005 | 6.7% |
| C | 5005 | 6.7% |
| a | 5005 | 6.7% |
| m | 5005 | 6.7% |
| p | 5005 | 6.7% |
| u | 5005 | 6.7% |
| s | 5005 | 6.7% |
| l | 4995 | 6.7% |
| Other values (2) | 9990 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 75015 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 14995 | |
| O | 10000 | |
| - | 5005 | 6.7% |
| C | 5005 | 6.7% |
| a | 5005 | 6.7% |
| m | 5005 | 6.7% |
| p | 5005 | 6.7% |
| u | 5005 | 6.7% |
| s | 5005 | 6.7% |
| l | 4995 | 6.7% |
| Other values (2) | 9990 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 75015 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 14995 | |
| O | 10000 | |
| - | 5005 | 6.7% |
| C | 5005 | 6.7% |
| a | 5005 | 6.7% |
| m | 5005 | 6.7% |
| p | 5005 | 6.7% |
| u | 5005 | 6.7% |
| s | 5005 | 6.7% |
| l | 4995 | 6.7% |
| Other values (2) | 9990 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 75015 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 14995 | |
| O | 10000 | |
| - | 5005 | 6.7% |
| C | 5005 | 6.7% |
| a | 5005 | 6.7% |
| m | 5005 | 6.7% |
| p | 5005 | 6.7% |
| u | 5005 | 6.7% |
| s | 5005 | 6.7% |
| l | 4995 | 6.7% |
| Other values (2) | 9990 |
Decided to Pursue MBA?
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.9 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 5907 | |
| False | 4093 |
Interactions
Correlations
| Age | Annual Salary (Before MBA) | Current Job Title | Decided to Pursue MBA? | Desired Post-MBA Role | Entrepreneurial Interest | Expected Post-MBA Salary | GRE/GMAT Score | Gender | Has Management Experience | Location Preference (Post-MBA) | MBA Funding Source | Networking Importance | Online vs. On-Campus MBA | Person ID | Reason for MBA | Undergrad University Ranking | Undergraduate GPA | Undergraduate Major | Years of Work Experience | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Age | 1.000 | 0.011 | 0.000 | 0.000 | 0.000 | 0.010 | 0.016 | 0.002 | 0.000 | 0.000 | 0.000 | 0.000 | -0.007 | 0.000 | 0.006 | 0.000 | -0.004 | 0.015 | 0.000 | -0.001 |
| Annual Salary (Before MBA) | 0.011 | 1.000 | 0.000 | 0.000 | 0.000 | -0.000 | 0.020 | -0.006 | 0.000 | 0.000 | 0.021 | 0.010 | 0.002 | 0.000 | 0.002 | 0.000 | -0.001 | 0.002 | 0.015 | -0.022 |
| Current Job Title | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.018 | 0.000 | 0.011 | 0.000 | 0.000 | 0.000 | 0.000 | 0.019 | 0.000 | 0.003 | 0.012 | 0.009 | 0.000 | 0.000 |
| Decided to Pursue MBA? | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.024 | 0.000 | 0.000 | 0.000 | 0.015 | 0.000 | 0.000 | 0.000 | 0.000 | 0.013 | 0.000 | 0.000 | 0.007 | 0.020 |
| Desired Post-MBA Role | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.010 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.018 | 0.017 | 0.000 | 0.018 | 0.000 | 0.000 |
| Entrepreneurial Interest | 0.010 | -0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.003 | -0.020 | 0.009 | 0.003 | 0.000 | 0.010 | -0.002 | 0.008 | -0.005 | 0.011 | 0.009 | 0.014 | 0.000 | 0.012 |
| Expected Post-MBA Salary | 0.016 | 0.020 | 0.018 | 0.024 | 0.010 | 0.003 | 1.000 | 0.004 | 0.021 | 0.025 | 0.000 | 0.000 | 0.003 | 0.000 | 0.002 | 0.000 | 0.011 | -0.001 | 0.017 | -0.002 |
| GRE/GMAT Score | 0.002 | -0.006 | 0.000 | 0.000 | 0.006 | -0.020 | 0.004 | 1.000 | 0.000 | 0.000 | 0.022 | 0.000 | -0.007 | 0.000 | 0.021 | 0.000 | -0.003 | 0.013 | 0.000 | 0.015 |
| Gender | 0.000 | 0.000 | 0.011 | 0.000 | 0.000 | 0.009 | 0.021 | 0.000 | 1.000 | 0.000 | 0.000 | 0.021 | 0.000 | 0.014 | 0.030 | 0.000 | 0.016 | 0.000 | 0.000 | 0.000 |
| Has Management Experience | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.003 | 0.025 | 0.000 | 0.000 | 1.000 | 0.000 | 0.013 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.025 | 0.020 | 0.008 |
| Location Preference (Post-MBA) | 0.000 | 0.021 | 0.000 | 0.015 | 0.000 | 0.000 | 0.000 | 0.022 | 0.000 | 0.000 | 1.000 | 0.005 | 0.015 | 0.000 | 0.000 | 0.018 | 0.000 | 0.003 | 0.012 | 0.000 |
| MBA Funding Source | 0.000 | 0.010 | 0.000 | 0.000 | 0.000 | 0.010 | 0.000 | 0.000 | 0.021 | 0.013 | 0.005 | 1.000 | 0.000 | 0.016 | 0.018 | 0.000 | 0.014 | 0.000 | 0.000 | 0.022 |
| Networking Importance | -0.007 | 0.002 | 0.000 | 0.000 | 0.000 | -0.002 | 0.003 | -0.007 | 0.000 | 0.000 | 0.015 | 0.000 | 1.000 | 0.027 | 0.004 | 0.000 | -0.000 | 0.012 | 0.000 | -0.002 |
| Online vs. On-Campus MBA | 0.000 | 0.000 | 0.019 | 0.000 | 0.000 | 0.008 | 0.000 | 0.000 | 0.014 | 0.000 | 0.000 | 0.016 | 0.027 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.015 | 0.000 |
| Person ID | 0.006 | 0.002 | 0.000 | 0.000 | 0.018 | -0.005 | 0.002 | 0.021 | 0.030 | 0.000 | 0.000 | 0.018 | 0.004 | 0.000 | 1.000 | 0.000 | 0.006 | 0.005 | 0.022 | 0.002 |
| Reason for MBA | 0.000 | 0.000 | 0.003 | 0.013 | 0.017 | 0.011 | 0.000 | 0.000 | 0.000 | 0.000 | 0.018 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.017 | 0.012 | 0.000 |
| Undergrad University Ranking | -0.004 | -0.001 | 0.012 | 0.000 | 0.000 | 0.009 | 0.011 | -0.003 | 0.016 | 0.000 | 0.000 | 0.014 | -0.000 | 0.000 | 0.006 | 0.000 | 1.000 | 0.002 | 0.015 | 0.006 |
| Undergraduate GPA | 0.015 | 0.002 | 0.009 | 0.000 | 0.018 | 0.014 | -0.001 | 0.013 | 0.000 | 0.025 | 0.003 | 0.000 | 0.012 | 0.000 | 0.005 | 0.017 | 0.002 | 1.000 | 0.026 | -0.010 |
| Undergraduate Major | 0.000 | 0.015 | 0.000 | 0.007 | 0.000 | 0.000 | 0.017 | 0.000 | 0.000 | 0.020 | 0.012 | 0.000 | 0.000 | 0.015 | 0.022 | 0.012 | 0.015 | 0.026 | 1.000 | 0.017 |
| Years of Work Experience | -0.001 | -0.022 | 0.000 | 0.020 | 0.000 | 0.012 | -0.002 | 0.015 | 0.000 | 0.008 | 0.000 | 0.022 | -0.002 | 0.000 | 0.002 | 0.000 | 0.006 | -0.010 | 0.017 | 1.000 |
Missing values
Sample
| Person ID | Age | Gender | Undergraduate Major | Undergraduate GPA | Years of Work Experience | Current Job Title | Annual Salary (Before MBA) | Has Management Experience | GRE/GMAT Score | Undergrad University Ranking | Entrepreneurial Interest | Networking Importance | MBA Funding Source | Desired Post-MBA Role | Expected Post-MBA Salary | Location Preference (Post-MBA) | Reason for MBA | Online vs. On-Campus MBA | Decided to Pursue MBA? | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 27 | Male | Arts | 3.18 | 8 | Entrepreneur | 90624 | No | 688 | 185 | 7.9 | 7.6 | Loan | Finance Manager | 156165 | International | Entrepreneurship | On-Campus | Yes |
| 1 | 2 | 24 | Male | Arts | 3.03 | 4 | Analyst | 53576 | Yes | 791 | 405 | 3.8 | 4.1 | Loan | Startup Founder | 165612 | International | Career Growth | Online | No |
| 2 | 3 | 33 | Female | Business | 3.66 | 9 | Engineer | 79796 | No | 430 | 107 | 6.7 | 5.5 | Scholarship | Consultant | 122248 | Domestic | Skill Enhancement | Online | No |
| 3 | 4 | 31 | Male | Engineering | 2.46 | 1 | Manager | 105956 | No | 356 | 257 | 1.0 | 5.3 | Loan | Consultant | 123797 | International | Entrepreneurship | On-Campus | No |
| 4 | 5 | 28 | Female | Business | 2.75 | 9 | Entrepreneur | 96132 | No | 472 | 338 | 9.5 | 4.9 | Loan | Consultant | 197509 | Domestic | Skill Enhancement | Online | Yes |
| 5 | 6 | 33 | Male | Business | 3.58 | 3 | Manager | 101925 | No | 409 | 280 | 3.4 | 7.1 | Scholarship | Marketing Director | 99591 | International | Networking | On-Campus | No |
| 6 | 7 | 25 | Female | Arts | 3.06 | 5 | Consultant | 81962 | No | 369 | 158 | 9.2 | 8.3 | Self-funded | Executive | 119223 | International | Networking | Online | No |
| 7 | 8 | 27 | Male | Engineering | 2.80 | 6 | Engineer | 100072 | Yes | 588 | 190 | 2.9 | 9.6 | Loan | Finance Manager | 199447 | International | Entrepreneurship | On-Campus | Yes |
| 8 | 9 | 30 | Female | Arts | 2.06 | 6 | Entrepreneur | 118689 | Yes | 521 | 455 | 9.1 | 4.7 | Scholarship | Executive | 76037 | Domestic | Career Growth | On-Campus | Yes |
| 9 | 10 | 23 | Female | Arts | 3.51 | 3 | Entrepreneur | 112387 | No | 671 | 411 | 6.0 | 7.3 | Scholarship | Startup Founder | 92294 | International | Entrepreneurship | Online | Yes |
| Person ID | Age | Gender | Undergraduate Major | Undergraduate GPA | Years of Work Experience | Current Job Title | Annual Salary (Before MBA) | Has Management Experience | GRE/GMAT Score | Undergrad University Ranking | Entrepreneurial Interest | Networking Importance | MBA Funding Source | Desired Post-MBA Role | Expected Post-MBA Salary | Location Preference (Post-MBA) | Reason for MBA | Online vs. On-Campus MBA | Decided to Pursue MBA? | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9990 | 9991 | 23 | Male | Economics | 3.41 | 4 | Manager | 63239 | No | 711 | 66 | 8.9 | 6.7 | Self-funded | Executive | 193284 | Domestic | Networking | On-Campus | Yes |
| 9991 | 9992 | 24 | Female | Science | 3.36 | 7 | Entrepreneur | 60072 | No | 560 | 354 | 1.9 | 3.1 | Self-funded | Finance Manager | 174191 | Domestic | Entrepreneurship | Online | No |
| 9992 | 9993 | 31 | Female | Engineering | 3.10 | 8 | Engineer | 39909 | Yes | 307 | 102 | 8.5 | 9.9 | Self-funded | Finance Manager | 149757 | Domestic | Career Growth | On-Campus | Yes |
| 9993 | 9994 | 25 | Male | Arts | 3.40 | 8 | Entrepreneur | 76025 | No | 311 | 233 | 1.2 | 7.7 | Employer | Startup Founder | 86385 | Domestic | Skill Enhancement | Online | Yes |
| 9994 | 9995 | 23 | Male | Business | 3.28 | 7 | Entrepreneur | 92456 | Yes | 256 | 190 | 1.6 | 2.7 | Self-funded | Finance Manager | 135949 | International | Networking | Online | Yes |
| 9995 | 9996 | 33 | Female | Economics | 3.55 | 5 | Analyst | 109172 | Yes | 524 | 100 | 9.2 | 8.0 | Loan | Startup Founder | 69000 | International | Networking | Online | Yes |
| 9996 | 9997 | 30 | Female | Business | 2.48 | 5 | Manager | 82515 | Yes | 330 | 362 | 7.4 | 8.5 | Scholarship | Consultant | 131054 | Domestic | Entrepreneurship | On-Campus | No |
| 9997 | 9998 | 31 | Female | Economics | 2.86 | 8 | Manager | 34152 | Yes | 681 | 308 | 6.8 | 8.8 | Loan | Consultant | 100806 | Domestic | Networking | On-Campus | Yes |
| 9998 | 9999 | 22 | Female | Arts | 2.30 | 1 | Engineer | 61897 | No | 481 | 190 | 5.7 | 7.7 | Self-funded | Marketing Director | 115872 | International | Networking | Online | Yes |
| 9999 | 10000 | 22 | Male | Arts | 2.86 | 2 | Manager | 111499 | No | 710 | 226 | 8.0 | 1.7 | Employer | Marketing Director | 103245 | Domestic | Career Growth | On-Campus | No |